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Network traffic is a rich source of information for security monitoring. However the increasing volume of data to treat raises issues, rendering holistic analysis of network traffic difficult. In this paper we propose a solution to cope with the tremendous amount of data to analyse for security monitoring perspectives. We introduce an architecture dedicated to security monitoring of local enterprise networks. The application domain of such a system is mainly network intrusion detection anddoi:10.1109/bigdata.congress.2014.18 dblp:conf/bigdata/MarchalJSE14 fatcat:hpklha4aufbrlmquark4cvafji